Manus

Manus is a general AI agent that excels at various tasks in work and life, bridging minds and actions to deliver results. It integrates comprehensive travel information, conducts in-depth stock analysis, develops engaging educational content, generates structured comparison tables, and conducts comprehensive research across extensive networks. Manus works exclusively in the user's best interest, providing actionable insights, visualizations, and customized strategies to increase performance.

iLovePhD is a comprehensive research platform that serves as a one-stop solution for all research needs. It offers a wide range of services including access to journals, postdoc opportunities, scholarships, IoT security tools, job listings, datasets, and UGC-CARE journals. The platform also features ChatGPT for plagiarism detection and artificial intelligence applications. iLovePhD aims to assist researchers and academicians in publishing impactful work and staying updated with the latest trends in the academic world.

AlphaResearch is an AI-powered search engine and research platform for investors. It provides access to millions of global filings, transcripts, press releases, and reports, and uses machine learning and NLP techniques to extract insights from text data. AlphaResearch helps investors save time on research, understand market sentiment, and make better investment decisions.

Dotbee.ai is a private AI analyst tool designed for traders in the financial markets, offering analysis on CFD, Forex, Crypto, and Stocks Exchange. The tool provides over 35,000 indexes, 150 indicators, pattern and candle analysis, support and resistance levels, as well as fundamental, technical, and sentimental analysis. Powered by AI, Dotbee.ai delivers real-time insights to help users make informed decisions in the dynamic and complex markets.

fxis.ai is an AI company that specializes in developing cutting-edge artificial intelligence tools and applications. With a focus on innovation and technology, fxis.ai aims to provide advanced solutions to various industries, including healthcare, finance, and marketing. The company's expertise lies in machine learning, natural language processing, and computer vision, enabling them to create intelligent systems that can automate tasks, analyze data, and improve decision-making processes. By leveraging the power of AI, fxis.ai helps businesses enhance efficiency, productivity, and competitiveness in today's digital age.

ChatGPT Pulse is a proactive briefing tool powered by OpenAI's assistant, designed to curate daily visual briefings based on user goals, memory, and connected apps. It aims to provide personalized research updates and contextual nudges for busy teams and individuals seeking AI-driven proactive assistance. The tool emphasizes agency, transparency, and personalization through features like research automation, context fusion, and continuous feedback loops.

The website offers a platform to chat with a team of AI agents specially trained to provide expert advice in various fields such as business, science, legal, and education. Users can interact with over 100 intelligent and knowledgeable AI models, including experts in contract negotiation, data analysis, human resources, financial analysis, software development, and more. The AI agents are designed to help users write better, solve problems, and receive expert guidance. The platform has been updated to GPT-4, providing advanced conversational capabilities and assistance across a wide range of domains.

NotedSource is a global research and innovation platform that connects users to a network of research experts. The platform utilizes AI to scout, vet, and manage collaboration projects efficiently. Users can post requests to evaluate experts, startups, and technologies, streamline contract drafting, simplify payments, and access a single project management platform. NotedSource also offers learning and development solutions, executive education, and strategy and innovation services.

Marvin is an AI research software that serves as the perfect AI research assistant for qualitative research. It automates tedious parts of qualitative research, allowing users to analyze hours of research in minutes. Marvin helps in centralizing, searching, and sharing user research data, making it easily accessible for the whole team. With AI-powered enhancements, Marvin assists in consolidating user insights, finding patterns, and backing decisions with evidence. The tool streamlines the research journey by managing user interview panels, recruiting participants effectively, and providing features like automatic transcripts, video clips, and privacy filters for compliance. Marvin offers different pricing plans suitable for small teams, startups, companies with multiple teams, and large organizations.

The website, eightfold.ai, is an AI tool that offers solutions for talent acquisition and management. It leverages artificial intelligence to streamline the recruitment process, match candidates with suitable roles, and enhance workforce diversity. By utilizing advanced algorithms and machine learning, eightfold.ai aims to revolutionize how organizations discover, engage, and retain talent. The platform provides a comprehensive suite of features to optimize hiring practices and improve employee experiences.

Gitlights is a powerful Git analytics tool that leverages AI and NLP algorithms to provide enriched insights on commits, pull requests, and developer skills. It empowers teams with advanced analytics and insights, revolutionizing the development process. Gitlights offers features such as insightful commits and pull requests dashboard, advanced developer skills analysis, strategic investment balance monitoring, collaborative developers map, and benchmarking comparison with other teams. With Gitlights, users can stay ahead with comparative data, receive smart notifications, and make informed decisions based on precise and detailed data. The tool aims to provide a holistic view of a development team's activity, driving strategic decision-making, continuous improvement, and excellence in collaboration.

WorkLife is an AI tool that focuses on how modern work is changing people's lives. It provides insights, news, and analysis on various topics related to work culture, talent management, leadership, technology, and diversity, equity, and inclusion. WorkLife aims to help employers and employees streamline scheduling, handle logistics, and make in-office time more valuable through the use of AI tools.

GenInnov is a generative innovation fund that provides a platform for investors seeking to be at the forefront of technological advancement. The fund invests in companies driving transformative change across multiple sectors and geographies, prioritizing material innovations with demonstrable profitability and global reach. GenInnov operates with a research-driven approach, focusing on investing in material innovations that are monetizable, profitable, and transformative, rather than incremental. The fund looks at various domains such as technology, robotics, consumer electronics, biotech, healthcare, mobility, and clean tech, aiming to amplify human creativity through machine intelligence.

EpicStart is an AI-powered platform that helps entrepreneurs validate their SaaS ideas quickly and efficiently. It offers features such as user story generation, comprehensive market research, idea analysis, and competitor analysis. By leveraging AI-driven insights, EpicStart aims to streamline the process of planning and launching a successful startup. The platform also provides detailed research reports, identifies market trends, and helps users understand their competitive advantage. With integrations and 24/7 support, EpicStart is designed to assist startups in making informed decisions and accelerating their product development.

Quid is an AI-powered consumer and market intelligence platform that offers a comprehensive view of customer context through Generative AI technology. It goes beyond simple data collection and analytics to provide insights through the lens of the future. Quid helps businesses make informed decisions by analyzing conversations, sentiments, and developments. The platform offers various solutions for marketing, consumer insights, data science, customer experience, agencies, and communications, empowering organizations to stay ahead in a competitive landscape.

Vestmik.eu is an AI tool designed for conducting development conversations, surveys, and questionnaires in organizations. It offers a comprehensive solution for companies, institutions, and organizations operating within the public sector. The platform allows users to create customized questionnaires tailored to their organization's specific needs, either manually or with the assistance of an AI assistant. Additionally, Vestmik.eu provides features for conducting internal and public surveys, as well as guided conversation processes for performance reviews. The tool aims to enhance organizational culture and streamline communication processes through its user-friendly interface and advanced functionalities.

Decode Investing is an AI-powered platform that helps users automate their stock research process. The platform offers a range of tools such as an AI Chat assistant, Stock Screener, Earnings Calls analysis, SEC Filings analysis, and more. Users can easily find and analyze stocks by simply entering the stock name or ticker. Decode Investing aims to simplify the investment process by providing valuable insights and data to make informed decisions. The platform is designed to cater to both novice and experienced investors, offering a user-friendly interface and comprehensive features.

Stock Market GPT is an AI-powered investment research tool that provides investors with in-depth analysis and insights into global equities. It uses advanced AI models, including GPT-4, to help investors make better investment decisions. The tool offers a range of features, including stock comparison, live data, and growth-focused pricing.

Stocked is an AI-powered stock advisory service that provides monthly stock recommendations to help investors build a portfolio that outperforms the S&P 500. The service uses machine learning models to analyze terabytes of data and identify stocks with the highest potential for growth. Stocked is designed for buy-and-hold investors who are looking to significantly grow their portfolio over long periods of time.

RoboFin is an AI-powered investment analyst that helps you make better investment decisions. It analyzes mountains of data - news, financials, trends - faster than any human could. You get clear, actionable information about each stock you are interested in such as positive things, concerns and a forecast of how the price might move based on the data analysis. Data-driven decisions replace gut feelings.

Trade Ideas is an AI-driven stock scanning and charting platform designed to meet the needs of active traders. It provides powerful tools such as real-time market scanning, AI-driven trade signals, customizable alerts, advanced charting capabilities, and time-saving data visualization. Trade Ideas offers users the confidence to make smarter trading decisions and the freedom to conquer markets anytime, anywhere. The platform also includes features like a trading simulator for practicing new strategies, Picture in Picture charts for visualizing multiple timeframes, and integration with leading brokers and trading platforms.

Alchemyze is an AI-driven investment platform that provides hedge fund quality insights and comprehensive stock analysis to empower investors with smarter investment strategies. The platform leverages cutting-edge technology and machine learning algorithms to democratize market intelligence, making top-tier insights accessible to all investors. Alchemyze offers powerful features such as comprehensive stock grades, advanced insights, total access to top-rated stocks, weekly picks, custom portfolios, market insights, and stock screener capabilities. With over 500 graded features and a unique Aurum Engine scoring system, Alchemyze enables users to make personalized and strategic investment decisions based on accurate data and tailored grading formulas.

Fintwit is an AI-powered stock market analysis tool that provides users with stock market quotes, free screener, AI top picks, AI stock analysis, market news, and trading signals. The platform leverages artificial intelligence to offer valuable insights and recommendations to investors and traders. With Fintwit, users can access real-time data, make informed investment decisions, and stay updated on the latest market trends.

Multibagg is an AI-powered stock research and analysis platform that empowers investors to navigate the complexities of the stock market confidently. With a modern and intuitive user interface, the platform offers unparalleled insights and in-depth analysis using powerful AI technology. Users can analyze, invest, and enhance their investment strategy with the help of AI tools. Multibagg provides data, information, content, and analytics for over 6000 publicly traded Indian companies, ensuring that users have access to up-to-date market information. The platform prioritizes data security through encryption and cloud storage, guaranteeing the privacy of user data. Enjoy premium features at no cost until Dec 31, 2024, and experience effortless excellence in stock market research and analysis.

AltIndex is an AI-powered investment analysis platform that provides unique AI stock picks, stock alerts, and alternative insights to help users make better investment decisions. The platform goes beyond traditional financial data by integrating various alternative data points such as job postings, website traffic, customer satisfaction, app downloads, and social media trends. AltIndex offers impactful insights and alerts, cutting-edge solutions to stay informed about companies in your portfolio, and advanced algorithms for real-time investment decision-making.

WellTrade.ai is an AI-powered financial advisor tool that leverages artificial intelligence to provide clear, actionable, and data-driven investment recommendations for stocks and ETFs. It simplifies the investment process by analyzing comprehensive financial data and offering insights to help users make informed decisions. The tool aims to assist investors in navigating the complexities of stock and ETF investments by providing valuable AI-driven insights.

Finlo is an AI-powered financial research assistant that provides comprehensive market insights, financial data, and analysis tools for investors. It simplifies complex financial information into understandable insights, offering real-time monitoring, trend analysis, comparative insights, and personalized recommendations to help users make informed investment decisions. With knowledge of earnings releases, financial reports, and fundamental information for S&P 500 and Nasdaq companies, Finlo aims to enhance decision-making and confidence in navigating the stock market.

MLQ.ai is an AI application designed for investors to simplify their workflow and enhance their investment research process. The platform offers a suite of AI tools and agents to analyze stocks, stay updated with the market trends, and automate investment research. Users can access AI-powered equity research tools, crypto news and research tools, and track recently-funded AI startups. MLQ.ai provides simple and flexible pricing plans suitable for both businesses and individuals, aiming to help users make informed investment decisions with the power of AI.

Lektify is an AI-powered platform designed to revolutionize the way users manage their investment portfolios. By leveraging advanced artificial intelligence algorithms, Lektify helps users discover top-performing stocks and make informed investment decisions. The platform provides valuable insights and recommendations based on extensive data analysis, enabling users to optimize their investment strategies and maximize returns. With Lektify, users can stay ahead of market trends and enhance their portfolio performance with confidence.

Delta3 AI is an AI-powered tool that offers advanced stock analysis and insights to help investors make informed decisions. The application leverages artificial intelligence technology to analyze market trends and identify stocks with breakout potential. Users can receive alerts on high-potential stock movements and expert analysis to guide their investment strategies. Additionally, Delta3 AI provides services such as investor relations support, investor presentations, message development, and analyst relations to enhance communication with investors and maximize shareholder value.

Trade Ideas is an AI-driven stock scanning and charting platform that provides unmatched precision in finding the biggest movers first. It offers AI-powered Buy/Sell signals, real-time market scanning, customizable alerts, advanced charting capabilities, and time-saving data visualization. Users can access the platform on any device, empowering them to make smarter trading decisions and stay ahead of the game. Trade Ideas also features a live trading room with expert market commentary and a simulator for practicing new trading strategies under actual market conditions. The platform is trusted by leading brokers and trading platforms, offering users a competitive edge in the market.

Intellectia.AI is a powerful AI platform designed to provide smarter investment insights for investors across stocks, ETFs, and cryptocurrencies. The platform offers advanced technical analysis, tailored stock analysis, and quick insights on market trends. With over 100 supported indicators, Intellectia.AI empowers investors with actionable insights derived from AI-driven analysis. The platform also features a dedicated news section summarizing financial news using AI, ensuring users stay informed about events affecting stock movements. Intellectia.AI aims to democratize financial information intelligence through AI, making it accessible to investors of all levels, from individuals to large institutions.

iPick.ai is an AI-powered platform designed for smarter investments in the stock market. Users can register for free to access AI insights, follow and rank stocks, and utilize premium features such as news summaries and YouTube videos. The platform allows users to ask questions, explore top industry performers, compare stocks with competitors, and more. iPick.ai aims to streamline stock research by providing valuable information and analysis to help users make informed investment decisions.

Valuemetrix is an AI-enhanced investment analysis platform designed for investors seeking to redefine their investment journey. The platform offers cutting-edge AI technology, institutional-level data, and expert analysis to provide users with well-informed investment decisions. Valuemetrix empowers users to elevate their investment experience through AI-driven insights, real-time market news, stock reports, market analysis, and tailored financial information for over 100,000 international publicly traded companies.

Capital Companion is an AI-powered trading and investing platform designed to provide users with a competitive edge in the markets. The platform offers a range of features including 24/7 AI assistant support, intelligent trading recommendations, risk analysis tools, real-time stock analytics, market sentiment analysis, and pattern recognition for technical analysis. By leveraging artificial intelligence, Capital Companion aims to help traders make well-informed decisions and protect their investments in a dynamic market environment.

Stockaivisor is an AI-driven platform that offers comprehensive stock analysis, financial statement analysis, risk assessment, and predictive analytics for investors. With over 20,000 stocks and portfolios, the platform provides advanced insights through generative AI technology, predictive correlation models, and automated portfolio management. Stockaivisor empowers users to make informed decisions, anticipate market shifts, and optimize their investment strategies with data-driven trading signals. The platform also features dedicated customer support and tools for stock and portfolio screening, making it a valuable resource for both novice and experienced investors.

WallStreetZen is an AI-powered stock market analysis platform designed for serious part-time investors. The platform offers stock screening, top analyst ratings, Zen ratings, and premium services to help users make informed investment decisions. With a focus on analyzing 115 proven factors, Zen Ratings identifies stocks with high potential to beat the market, providing users with historical performance data and recommendations. By harnessing the power of artificial intelligence algorithms, WallStreetZen helps users avoid weak stocks and discover investment opportunities with top-rated stocks and analyst recommendations.

Manus is a general AI agent that excels at various tasks in work and life, bridging minds and actions to deliver results. It integrates comprehensive travel information, conducts in-depth stock analysis, develops engaging educational content, generates structured comparison tables, and conducts comprehensive research across extensive networks. Manus works exclusively in the user's best interest, providing actionable insights, visualizations, and customized strategies to increase performance.

Rize Capital is an AI-powered investment chatbot designed to provide fast, accurate answers to complex financial and investment questions. It offers real-time data on stocks, cryptocurrencies, ETFs, and more, leveraging institutional investment data and large language models. The chatbot aims to simplify the journey through financial markets by providing personalized insights, portfolio analysis, and alternative data access.

InciteAI is a real-time intelligence platform for stocks and crypto, offering powerful AI stock and crypto analysis. The platform provides investors with accurate insights, analysis, and predictions needed to make informed investment decisions. It leverages cutting-edge AI technology to analyze extensive datasets, historical trends, and real-time market conditions, empowering users to navigate the stock market with confidence and stay ahead of market shifts. InciteAI aims to simplify and enhance the investment journey for both financial professionals and novice investors, offering AI-driven tools for stock prediction, trading, and analysis.

Infographic.Ninja is an AI-powered infographic generator that allows users to create visually appealing infographics quickly and easily. Users can turn articles or keywords into branded infographics with just a few clicks. The tool automates design elements, freeing up time for creative content development. With cost-effective and scalable features, Infographic.Ninja is suitable for individuals, educators, bloggers, and SEO agencies looking to enhance their content creation process.

Study Plannr is an AI-powered application that generates personalized and smart study plans for learners. It optimizes revision by considering subjects, topics, and assessment dates. Users can create custom study plans, improve revision efficiency, help children with goal setting, and download plans as PDFs. The application is designed for primary school learners but can be used by any learner with limits on subjects, topics, and revision time. Study Plannr is currently free to use during its beta phase and welcomes user feedback.

StoryFile is a platform that enables authentic interactions by matching visitors' questions with recipients' filmed responses. It allows users to have conversations with historical figures and learn from their experiences firsthand. The platform aims to preserve memories, educate, and create personal connections with the past through innovative technology.

Meshy AI is a free AI 3D model generator that allows users to easily create 3D models from text and images. With features like text to 3D, image to 3D, AI texturing, animation, and API integration, Meshy AI empowers creators to bring their ideas to life in the world of 3D modeling. The application offers a user-friendly interface and a vibrant community of over 3 million creators, making it a go-to tool for professionals and enthusiasts alike.

Feedeo is an AI Interactive Video Generator that allows users to create branded link pages with custom avatar videos. It helps in generating leads, showcasing products, gamifying engagement, and collecting feedback effortlessly through interactive videos. Users can easily create lifelike videos by uploading photos, filling out scripts, and sharing them widely to engage users. Feedeo offers rich components for interactive user feedback collection and enables users to create and publish interactive videos in 5 easy steps. It is a powerful solution for marketing, sales, recruitment, e-commerce, and education sectors, enhancing customer interaction, boosting conversion rates, and accelerating hiring processes.

Mathly is an AI-powered homework help tool designed to assist students in learning math concepts in a better, smarter, and faster way. By leveraging artificial intelligence technology, Mathly can solve math problems, provide detailed explanations, generate practice problems, and personalize learning experiences based on the user's learning style. It aims to revolutionize the way students approach homework and enhance their understanding of mathematical concepts.

VeedoAI is an advanced AI tool that helps users create compelling video content, derive great insights, and make video content searchable, actionable, and intelligent. It offers features such as transforming videos into AI-generated slides, contextual search, AI chat for multi-turn conversations, frame explanation, transcription, smart scenes, and more. VeedoAI is trusted by a growing community of creators and businesses for various use cases like telemedicine, e-learning, law, sports, sales, and videography.

Soffos is an innovative platform that offers a personalized learning experience through AI technology. Users can access a wide range of educational content and tools to enhance their knowledge and skills. The platform is designed to provide a seamless and interactive learning environment for individuals and organizations alike.

Teach-O-Matic is an AI-powered tool that allows users to create how-to videos from text instructions. It is an open source Jupyter notebook that leverages technologies like Replicate, LangChain, and GPT-4 to automate the video creation process. Users can easily generate videos on various topics without the need for a development environment.

SchoolAI.co is the ultimate AI writing tool designed specifically for educators. It leverages artificial intelligence to help educators save time and effort in creating content for schools. The tool offers a user-friendly interface and powerful features to enhance the writing process, making it easier and more efficient for teachers and educational professionals to generate high-quality content. With SchoolAI.co, educators can streamline their writing tasks, improve productivity, and focus on delivering engaging and informative materials for students.

Ask a Philosopher is a website where users can submit questions to a philosopher and receive answers. The platform allows individuals to seek philosophical insights and perspectives on various topics. It is a space for intellectual exploration and discussion, offering a unique opportunity to engage with philosophical thinking in a practical and accessible way.

The website is a platform where users can create idea lists, status updates, and challenges. It also offers premium content related to writing, learning, and professional development. Users can interact with each other, share ideas, and participate in challenges. The site provides a space for creativity, learning, and networking in various fields.

RBG AI Drop #001 is an AI tool that allows users to interact with a virtual version of Justice Ruth Bader Ginsburg. Users can ask her any YES/NO question and receive a response. The tool is designed as an experiment to engage users in a unique and interactive experience with AI technology.

Rodin is a free AI 3D model generator that allows users to effortlessly create 3D models from images. It offers various plans for creators, businesses, and educators, with features like image enhancement, style customization, texture generation, and API integration. Users can generate high-quality 3D assets, transform images into 3D cartoons, and create 3D avatars. Rodin supports multiple languages and provides tools for HDRI generation, mesh editing, and format conversion.

KreadoAI is a cutting-edge AI video generator that allows users to create professional-quality videos in just minutes. With over 700 AI avatars and 1,600 AI voices in 140 languages, KreadoAI offers a simple editor and fast creation process. Trusted by over 2 million customers in 200+ countries, KreadoAI provides cost-saving, time-saving, and engagement-increasing solutions for video production. The platform is ideal for marketing, education, training, and healthcare industries, offering easy customization and sharing options.

ClassPoint is an AI quiz generator tool integrated with PowerPoint that allows users to effortlessly create engaging quiz questions from their slides. It leverages AI technology to analyze content, generate various quiz types, and support multi-language capabilities. The tool enhances student engagement, facilitates interactive learning, and provides valuable analytics for educators to track progress.

Rokoko offers studio-grade motion capture tools for creators, empowering users across industries from indie animators to full-scale studios. The tools seamlessly integrate with popular software like Blender, Unreal Engine, and Maya. Users can set up the gear in minutes, capture and edit recordings with no limits, and export or stream the data for various workflows. Rokoko's motion capture devices are trusted by over 250,000 creators globally, providing a simple and efficient solution for motion capture needs.

Summarist.ai is a free AI-powered tool that provides book summaries generated using advanced AI technology. With over 20 million summaries available, users can discover, learn, and grow by accessing concise summaries of popular books across various categories such as Biographies & Memoirs, Business & Money, Health, Fitness & Dieting, History, Politics & Social Sciences, Science & Math, Self-Help & Personal Development, and more. The tool leverages AI language models to generate human-like text summaries, offering users a quick and efficient way to grasp key insights from a wide range of literary works.

GuidedTrack is a versatile platform that allows users to create apps, surveys, educational modules, studies, tools, and prototypes without the need to hire a programmer. It caters to various user groups such as agencies, marketers, researchers, educators, entrepreneurs, and anyone with an idea. The platform offers a range of features including advanced interactive study design, adaptive lessons creation, rapid prototype development, and more. GuidedTrack is praised for its user-friendly interface, flexibility, efficiency, and excellent customer support.

AI Lesson Plan is an AI application designed to help educators create custom, age-specific lesson plans tailored to their classes in a fraction of the time. The platform allows users to generate engaging lesson plans and educational resources efficiently, saving time and effort. With features like subject matter expertise, customizable lesson templates, and text book eidetic memory, AI Lesson Plan aims to streamline the lesson planning process for teachers, enabling them to focus more on teaching and less on administrative tasks.

HeyOctopus is a platform designed to help users document their learning experiences and share educational content with others. Users can create and improve learning paths, chat with educational content, and share their knowledge with the community. The platform aims to facilitate faster learning and knowledge sharing by connecting users with relevant resources.

Summarize.tech is an AI-powered application that provides video summaries for long YouTube videos such as lectures, live events, and government meetings. Users can easily obtain concise summaries of various content types through the power of artificial intelligence. The platform aims to streamline information consumption and save time by condensing lengthy videos into shorter, digestible formats. Summarize.tech leverages advanced AI algorithms to deliver accurate and efficient video summaries, catering to individuals seeking quick insights without watching the entire video.

Read This Twice is a platform dedicated to recommending books worth reading twice. It offers a curated collection of book recommendations from notable figures like Barack Obama, Bill Gates, Oprah Winfrey, and more. The platform ensures the authenticity of each recommendation and provides links to the original sources. Users can explore various reading lists, discover new books, and receive personalized recommendations through an AI-driven assistant named 'Sona.'

CodeKidz is a personalized AI-driven learning platform designed for students, educators, and parents. It offers a lifelike, one-on-one teaching experience through AI tutors with real voice interactions. The platform provides a wide range of courses in programming, AI, art, and science to spark interest and creativity. Users can earn rewards and achievements, monitor learning progress, and interact with AI tutors for personalized learning experiences. CodeKidz aims to celebrate milestones, track academic performance, and enhance learning outcomes through detailed analytics and recommendations.